Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-08 2033.459834 2208.961873 2386.406599 2578.955002 2781.698772 2988.551354 3215.251645
2025-06-15 1776.268776 2041.650675 2319.781671 2631.816710 2970.942111 3327.215115 3728.645974
2025-06-22 1588.683728 1906.261969 2248.176105 2641.191879 3078.017453 3546.303413 4083.910528
2025-06-29 1436.132252 1789.459208 2178.831400 2635.686226 3152.996665 3716.760193 4373.737158
2025-07-06 1269.972331 1642.216871 2061.830746 2563.886430 3142.340131 3782.338178 4538.333542
2025-07-13 1219.026063 1622.518096 2085.357378 2647.381035 3303.359848 4037.235311 4912.696096
2025-07-20 1152.819735 1578.901991 2076.087779 2688.505979 3412.176014 4230.300782 5215.272762
2025-07-27 1078.073376 1519.564054 2043.578904 2698.152456 3480.930270 4374.796071 5460.380134
2025-08-03 1004.207579 1456.517338 2002.468634 2693.795579 3530.059897 4494.143656 5674.660529
2025-08-10 946.942212 1410.746536 1979.369869 2708.437668 3599.552259 4635.676847 5913.701581
2025-08-17 881.916537 1351.234063 1936.000845 2695.394028 3633.371723 4733.361896 6100.054864
2025-08-24 840.371618 1319.962015 1926.079710 2721.954006 3713.887357 4885.654240 6350.487375
2025-08-31 778.972065 1259.986603 1878.112022 2700.204763 3735.436222 4968.501671 6520.664904
2025-09-07 753.694003 1247.658141 1890.742241 2754.520655 3850.854965 5164.913309 6827.675609
2025-09-14 712.493014 1211.019063 1869.672659 2764.192123 3909.507671 5291.777870 7050.857630
2025-09-21 668.413837 1167.932313 1838.057363 2758.514949 3947.534806 5392.554273 7242.016104
2025-09-28 602.368539 1089.783766 1756.237749 2684.468624 3896.516619 5381.903752 7296.066082
2025-10-05 597.738874 1101.017720 1795.905165 2770.573758 4050.155829 5624.861324 7661.007773
2025-10-12 578.406636 1089.277597 1803.122763 2812.974525 4147.417214 5797.876048 7940.628447
2025-10-19 549.452503 1061.506722 1786.842598 2822.919333 4202.074267 5917.389869 8154.381101
2025-10-26 517.664124 1027.717417 1760.734181 2818.427758 4237.090251 6011.735015 8336.801030
2025-11-02 493.872065 1005.149207 1749.587300 2833.522244 4297.208987 6137.497971 8558.350401
2025-11-09 462.975757 969.658220 1718.508159 2820.075633 4318.853266 6213.960387 8718.150432